Cover Image

Predicting Brain Morphogenesis via Physics-Transfer Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Yingjie, Song, Yicheng, Xu, Fan, Xu, Zhiping
Format:	Preprint
Published:	2025
Subjects:	Neurons and Cognition Machine Learning Pattern Formation and Solitons
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cellular Mechanisms of Phase Maintenance in a Pyloric Motif of a Central Pattern Generator
by: O'Brien, Gabrielle, et al.
Published: (2025)

Spot solutions to a neural field equation on oblate spheroids
by: Ishii, Hiroshi, et al.
Published: (2025)

Beat Frequency Induced Transitions in Synchronization Dynamics
by: Marghoti, Gabriel, et al.
Published: (2025)

Mechanisms for bump state localization in two-dimensional networks of leaky Integrate-and-Fire neurons
by: Provata, A., et al.
Published: (2024)

Periodic solutions for a pair of delay-coupled excitable theta neurons
by: Laing, Carlo R., et al.
Published: (2024)

Robustly encoding certainty in a metastable neural circuit model
by: Cihak, Heather L, et al.
Published: (2024)

Astrocytic resource diffusion stabilizes persistent activity in neural fields
by: Palmer, Noah, et al.
Published: (2026)

Radial Basis Function Techniques for Neural Field Models on Surfaces
by: Shaw, Sage B, et al.
Published: (2025)

Stroboscopic motion reversals in delay-coupled neural fields
by: Parks, Noah, et al.
Published: (2026)

A Data-Driven Approach to Morphogenesis under Structural Instability
by: Zhao, Yingjie, et al.
Published: (2023)

Amplitude equations of associative memory patterns in spatially distributed systems
by: Houben, Akke Mats
Published: (2025)

Theoretical / numerical study of modulated traveling waves in inhibition stabilized networks
by: Habib, Safaa, et al.
Published: (2024)

Neural Network Modeling of Microstructure Complexity Using Digital Libraries
by: Zhao, Yingjie, et al.
Published: (2025)

On the Practical Estimation and Interpretation of Rényi Transfer Entropy
by: Tabachová, Zlata, et al.
Published: (2026)

Robust Moment Identification for Nonlinear PDEs via a Neural ODE Approach
by: Chen, Shaoxuan, et al.
Published: (2025)

Data-Driven Discovery of Conservation Laws from Trajectories via Neural Deflation
by: Chen, Shaoxuan, et al.
Published: (2024)

Learning Traveling Solitary Waves Using Separable Gaussian Neural Networks
by: Xing, Siyuan, et al.
Published: (2024)

Equilibrium flow: From Snapshots to Dynamics
by: Zhang, Yanbo, et al.
Published: (2025)

TRENDy: Temporal Regression of Effective Nonlinear Dynamics
by: Ricci, Matthew, et al.
Published: (2024)

Cooperating Cracks in Two-Dimensional Crystals
by: Feng, Shizhe, et al.
Published: (2024)

Predicting positon solutions of a family of Nonlinear Schrödinger equations through Deep Learning algorithm
by: Thulasidharan, K., et al.
Published: (2024)

Multifractal features of multimodal cardiac signals: Nonlinear dynamics of exercise recovery
by: Maluckov, A., et al.
Published: (2025)

Reconstruction of neuromorphic dynamics from a single scalar time series using variational autoencoder and neural network map
by: Kuptsov, Pavel V., et al.
Published: (2024)

From Delay to Inertia and Triadic Interactions: A Predictive Model for Time-Delayed Oscillator Networks
by: Smirnov, L. A., et al.
Published: (2025)

BrainOOD: Out-of-distribution Generalizable Brain Network Analysis
by: Xu, Jiaxing, et al.
Published: (2025)

Learning High-Order Relationships of Brain Regions
by: Qiu, Weikang, et al.
Published: (2023)

One family of dark-bright solitons with striking width differences
by: Mao, Ning, et al.
Published: (2024)

Vegetation Pattern Formation via Energy-Balance-Constrained Modeling
by: Topaz, Chad M.
Published: (2026)

Quantized dynamical pumping via dissipation in a mechanical Thouless pump
by: Jürgensen, Marius, et al.
Published: (2025)

Patterns in Time and Space from a Single Morphogen via Nonlinear Layering
by: Mahashri, N., et al.
Published: (2026)

Remote Nucleation and Stationary Domain Walls via Transition Waves in Tristable Magnetoelastic Lattices
by: Ray, Anusree, et al.
Published: (2024)

Breather interactions and limit analysis in the second harmonic generation process via Riemann-Hilbert approach
by: Jin, An-Yao, et al.
Published: (2025)

Dynamics of Dissipative Nonlinear Systems: A Study via 2D CGLE by Contact Geometry
by: Zhong, D. Y., et al.
Published: (2025)

Buckling and post-buckling of cylindrical shells under combined torsional and axial loads
by: Lu, Lu, et al.
Published: (2025)

Dirac monopole potentials with high charges underlying nonlinear waves
by: Qin, Yan-Hong, et al.
Published: (2026)

Comparing and Scaling fMRI Features for Brain-Behavior Prediction
by: Sieler, Mikkel Schöttner, et al.
Published: (2025)

Do Rogue Wave Exist in the Kadomtesv-Petviashivili I Equation ?
by: Zhang, Jie-Fang, et al.
Published: (2024)

Data-driven 2D stationary quantum droplets and wave propagations in the amended GP equation with two potentials via deep neural networks learning
by: Song, Jin, et al.
Published: (2024)

Structure-Preserving Physics-Informed Neural Network for the Korteweg--de Vries (KdV) Equation
by: Obieke, Victory, et al.
Published: (2025)

Latent Representation Learning for Multimodal Brain Activity Translation
by: Afrasiyabi, Arman, et al.
Published: (2024)